Vishwanatha M. Rao

An international retrospective study of neonatal chest radiographs from 30 neonatal intensive care units, evaluating continual learning as a privacy-preserving approach to adapt a deep learning model for adult endotracheal tube assessment to neonatal care demonstrates that privacy-preserving collaborative learning can address critical gaps in paediatric AI deployment.